Excelentní výzkum v oblasti digitálních technologií a wellbeingu

Všechny publikace

A Novel Dataset for Streaming Learning Analytics

Červen, 2026 • Dataset
Casalino, Gabriella, Castellano, Giovanna, Zaza, Gianluca

This research introduces a novel dataset developed for streaming learning analytics, derived from the Open University Learning Analytics Dataset (OULAD). The dataset incorporates essential temporal in…

WP6OU

The fusion of hyperparameter candidates for one-class classification problems

Červenec, 2025 • Journal article • Information Sciences
Cimr, Dalibor, Hayashi, Toshitaka, Fujita, Hamido, Cimler, Richard, aljuaid, Hanan
UHKWP6

Refining effect size measures and classification for differential item functioning: Toward unified guidelines across methods

Červenec, 2026 • Journal article • British Journal of Mathematical and Statistical Psychology
Cichrova, Michaela, Hladká, Adéla, Martinkova, Patricia

Differential Item Functioning (DIF) analysis is used to identify potentially biased items in multi-item measurements. In addition to testing the statistical significance, it is essential to evaluate t…

differential item functioningeffect-size measureslogistic regressionMantel-Haenszel methodsUIAV

Physical Activity and Life Satisfaction Data from the 4HAIE Study for Modelling Nonlinear Dynamics

Červen, 2026 • Dataset
Brabec, Marek, Malý, Marek, Steriani, Elavsky

This repository contains the dataset and accompanying code used in the manuscript: "Nonlinear Dynamics in Intensive Longitudinal Health Behavior Data: Methodological Rethinking using the 4HAIE Data." …

WP3OUWP6UIAV

Pilot Assessment of Transparency of LLM-based Systems to Support Emergency Rooms

Říjen, 2026 • Conference paper
Chojnicki, Michal, Kaczmarek-Majer, Katarzyna, Burchardt, Pawel, Ren, Yanwu, Reformat, Marek Z.

One of the main challenges when developing medical decision support systems for the emergency room is adequately filtering the most relevant information. High workload, stress, and the necessity for u…

WP6OUTrustworthiness assessmentMedical decision support systemsLarge Language Models

Positive body image is a pathway between nature contact and life satisfaction across 58 nations

Červenec, 2026 • Dataset • Environment International
Swami, Viren, Graf, Sylvie, Hřebíčková, Martina, Rupar, Mirjana
PUAVWP2

Size-free one-class classification approach using probabilistic local cluster balance

Únor, 2026 • Journal
Hayashi, Toshitaka, Cimr, Dalibor, Fujita, Hamido, Cimler, Richard
WP6UHK

Evolving fuzzy classification for human-centered explainable learning analytics in virtual environments

Říjen, 2025 • Journal article • Evolving Systems
Casalino, Gabriella, Castellano, Giovanna, Kaczmarek-Majer, Katarzyna, Schicchi, Daniele, Taibi, Davide et al.

This study explores the use of explainable artificial intelligence in education, with a focus on its relevance for Learning Analytics. The research introduces a prototype-based dynamic incremental cla…

WP6OUExplainable artificial intelligenceEvolving and dynamic learningSemi-supervised learning

Incremental learning and granular computing from evolving data streams: An application to speech-based bipolar disorder diagnosis

Leden, 2025 • Journal article • Fuzzy Sets and Systems
Leite, Daniel, Casalino, Gabriella, Kaczmarek-Majer, Katarzyna, Castellano, Giovanna

We apply an evolving granular-computing modeling approach, called evolving Optimal Granular System (eOGS), to bipolar mood disorder (BD) diagnosis based on speech data streams. The eOGS online learnin…

WP6OUExplainable artificial intelligenceAI in medicineSignal processing

On Solvability Degree of Systems of Partial Fuzzy Relational Equations

Srpen, 2024 • Conference paper
Cao, Nhung, Valášek, Radek

Systems of partial fuzzy relational equations employing undefined values in the antecedents and consequents have been approached recently. The primary focus was on the issues of sufficient solvability…

WP6OUpartial fuzzy relational equationsimplicative modelpartial algebras

Public Datasets from the Ecological Momentary Assessment Technical Pilot Study Conducted Among University Students (WP1.3, EMA1)

Duben, 2026 • Dataset
Tancoš, Martin, Kratochvil, Tomas, Lacko, David, Saradin Lebedikova, Michaela, Tkaczyk, Michał et al.

This repository contains data collected for Work Package 1.3: Short-term impacts of ICT use on adult wellbeing, part of the DigiWELL project (Research of Excellence on Digital Technologies and Wellbei…

MUNIWP1

Trends in Sexual Initiation and Contraception Use Among Czech Adolescents between 2002-2022

Červenec, 2026 • Journal article
Ševčíková, Anna, Suchý, Vít, Kolarcik, Peter, Blinka, Lukas

Objectives: This study examined trends in sexual behaviour and the timing of sexual initiation among 15-year-old adolescents in Czechia between 2002 and 2022, with a focus on the age of sexual debut (…

MUNIWP1adolescent sexualitycontraception usesexual health

Positive body image is a pathway between nature contact and life satisfaction across 58 nations

Červenec, 2026 • Dataset • Environment International
Swami, Viren, Graf, Sylvie, Hřebíčková, Martina, Rupar, Mirjana
PUAVWP2

When minorities clash: The role of intergroup contact, threat, and perceived discrimination in mutual attitudes of the Roma and Ukrainian Refugees

Květen, 2026 • Dataset
Oľhová, Simona, Koky, Roman, Lacko, David, Hrebickova, Martina, Graf, Sylvie
PUAVWP2

Empowerment or Pressure? Exploring the Impact of Female Body Depictions in Body Positivity Instagram Posts on Self-Objectification

Únor, 2026 • Journal article • International Journal of Psychology
Křížová, Nina, Kvardova, Nikol, Machackova, Hana

Although Body Positivity content (BoPo) has been criticized for emphasizing physical appearance and promoting self-objectification, the specific features driving these effects remain unclear. The pres…

media psychologybody imagebody positivitysocial mediaself-objectification

Emotional Similarity Between Immigrants and Host Societies: The Link to Intergroup Relations and Well-Being

Únor, 2026 • Dataset • Journal of Applied Social Psychology
Rupar, Mirjana, Doroszuk, Marta, Kossowska, Małgorzata
PUAVWP2

The network dynamics of antiprejudice norms: A fieldexperiment testing antiprejudice interventions inreal groups

Červen, 2025 • Dataset
Long, Feiteng, Scheepers, Daan, Zingora, Tibor, Pliskin, Ruthie

This dataset contains information on students attending a psychology program. There are two tracks, one national and one international. The data also contains social network data, representing their r…

PUAVWP2

Physical Activity and Life Satisfaction Data from the 4HAIE Study for Modelling Nonlinear Dynamics

Červen, 2026 • Dataset
Brabec, Marek, Malý, Marek, Steriani, Elavsky

This repository contains the dataset and accompanying code used in the manuscript: "Nonlinear Dynamics in Intensive Longitudinal Health Behavior Data: Methodological Rethinking using the 4HAIE Data." …

WP3OUWP6UIAV

The new role of social work: the social worker-client relationship in the digitalised society as hotline-level bureaucracy

Květen, 2026 • Publication
Mertl, Jiří, Gojova, Alice, Gřundělová, Barbora, Broskevičová, Zuzana, Kowolová, Iveta

This article explores the evolving role of social workers in the context of increasing digitalisation, focussing on the Czech Republic. Using ecological systems theory and the shift from street-l…

WP3OU

Social robots in Czech residential care services: Comparing the perspectives of social work students and workers in homes for the older people

Duben, 2026 • Journal article • The British Journal of Social Work
Bražinová, Ivana, Kalenda Vávrová, Soňa, Chen, Honglin, Li, Yaru, Kočvarová, Ilona

The aim of our research was to explore and compare the perspectives of students of social work and workers of homes for older people on the use of social robots in homes for older people. In our resea…

WP3OU

Well-being, digitisation, and social work: participatory strategies for inclusive digitisation in social services. The Catalan case

Duben, 2026 • Journal article • Journal of Social Work Practice
Calduch, Yolanda Domingo, Peláez, Antonio López

In this article, we analyse the digitalisation process in social services in Catalonia from the perspective of social workers' demands, establishing a set of strategies for better incorporation of dig…

WP3OUSocial servicesdigitalisationparticipation

From competence to care: digital leadership in eHealth

Duben, 2026 • Journal article • Journal of Social Work Practice
Peláez, Antonio López, Erro-Garcés, A., Pérez-García, R. M.

This article examines the role of digital skills in the health sector, where healthcare social workers perform their professional work, using the Delphi method in two rounds: 2020 (pre-Covid-19 contex…

WP3OULeadershipdigitalisationdigital skills

DXAnalyzer

Květen, 2026 • Software
Martin Havacek

DXAlyzer is a desktop tool for extracting, reviewing, validating, and exporting DXA measurement data from Hologic DXA PDF reports and OCR text exports. The application runs locally, stores data in a l…

WP3OU

Reference and Solution Architecture for GenAI- and GIS-Enhanced Physical Activity Interventions: Towards Implementing the AI4Motion Platform

Říjen, 2025 • Journal article • Journal of Medical Systems
Doležal, Michal, Lískovec, Radim

Abstract Digital Behaviour Change Interventions (DBCIs) aim at improving individual health by engaging various means of Information and Communication Technology (ICT), including mobile apps and weara…

LLMLBSAPILLaMADigital Health Intervention

Leveraging Generative Artificial Intelligence to Enhance Carbon Performance in Supply Chains Through Green Product Innovation and End-of-Life Product Management: AI-Driven Carbon Performance

Prosinec, 2025 • Journal article • Business Strategy and the Environment published
Syed Muhammad, Shariq, Sperka, Roman, Shamim, Saqib, Ali, Hassan

ABSTRACT This study illustrates how organizations reconcile their information processing capabilities with uncertainty within the supply chain (SC) through generative artificial intelligence (GAI) to…

business intelligencecarbon performanceend-of-life product managementgenerative artificial intelligencegreen product innovation

Analysis of Participant-Level Characteristics Predicting Adherence to Long-Term EMA and Fitbit Monitoring

Leden, 2026 • Dataset
Burda, Michal, Elavsky, Steriani

This directory contains R scripts, data files, and analysis reports relatedto the analysis of adherence. FILE OVERVIEW DATA FILES* data.xlsx  Main subject-level dataset. * data-fitbit.xlsx  …

WP3OU

Criminalisation of truancy as a manifestation of advanced marginality that mothers should be blamed for: Media framing in the Czech Republic

Prosinec, 2025 • Publication
Mertl, Jiří, Gřundělová, Barbora, Gojova, Alice

In this study, we present an analysis, driven by the Critical Discourse Studies, Frame Analysis, and Narrative Analysis, of how truancy is represented in the Czech media. Based on our findings, we ass…

OUWP3advanced marginalitycultural criminologyfeminist criminology

Usability and Feasibility of a Contrast Avoidance Model-Based Virtual Reality Protocol Designed for Generalized Anxiety Disorder

Květen, 2026 • Journal article • Technologies
Darmova, Barbora, Fajnerova, Iveta, Appel, Lora

Generalized anxiety disorder (GAD) is characterized by persistent, excessive, and difficult-to-control worry. The Contrast Avoidance Model (CAM) proposes that individuals with GAD use worry to sustain…

generalized anxiety disordercontrast avoidance modelheart rate variabilitypresenceNUDZ

Data for "Trends in adolescent cigarette smoking in Czechia: findings from the HBSC study 2014–2022"

Duben, 2026 • Dataset
Kážmér, Ladislav, Siba, Ondrej, Kalman, Michal, Csemy, Ladislav

This dataset contains aggregated prevalence estimates regarding cigarette smoking among adolescents in the Czech Republic, derived from three waves of the Health Behaviour in School-aged Children (HBS…

adolescencetrendsUPOLNUDZWP4

Trends in adolescent cigarette smoking in Czechia: findings from the HBSC study 2014–2022

Prosinec, 2025 • Journal article • Central European Journal of Public Health
Kážmér, Ladislav, Siba, Ondrej, Kalman, Michal, Csémy, Ladislav

Objectives: Regular monitoring of health-related behaviours among vulnerable populations is of public health importance. This study examines recent trends in adolescent cigarette smoking in Czech…

adolescencetrendsNUDZUPOLWP4

Mental health stigma and its consequences: a systematic scoping review of pathways to discrimination and adverse outcomes

Listopad, 2025 • Journal article • eClinicalMedicine
Kågström, Anna, Guerrero, Zoe, Aliev, Akmal Alikhan, Tomaskova, Hana, Rüsch, Nicolas et al.

Current research evaluating the consequences of stigma towards people with mental illness is not nuanced in emphasizing the critical distinction between stigma as negative attitudes and discrimination…

StigmaMental illnessAttitudesDiscriminationGlobal mental health

Mental health in Central and Eastern Europe: a comprehensive analysis

Říjen, 2025 • Journal article • The Lancet Regional Health - Europe
Winkler, Petr, Guerrero, Zoe, Kågström, Anna, Petrášová, Michaela, Cerga Pashoja, Arlinda et al.

The post-communist WHO European region, often called Central and Eastern Europe (CEE), includes 28 countries with over 770 million people. Mental health systems remain shaped by the communist legacy o…

Central and Eastern EuropePost-communist EuropeChildren and young peopleMigrantsCommon mental disorders

Generalizovaná úzkostná porucha a její léčba

Červenec, 2025 • Journal article • Psychiatrie pro praxi
Adamcová, Katarína, Stopkova, Pavla, Jablonská, Markéta, Lukeš, David, Darmova, Barbora et al.

Generalizovaná úzkostná porucha (GAD) se vyznačuje chronickými a nadměrnými obavami v různých aspektech každodenního života, včetně osobních a p…

generalized anxiety disordermental disease classificationpharmacotherapyWP4NUDZ

Supplementary data for "Changes in stigma and population mental health literacy before and after the Covid-19 pandemic: Analyses of repeated cross-sectional studies"

Červen, 2025 • Dataset
Kunc, Benjamin, Mladá, Karolína

The data come from cross-sectional surveys conducted on representative samples of the non-institutionalised adult population in the Czech Republic in 2017, 2019 and 2022. The data include basic demogr…

mental health disordersstigmaattitudesself-identificationdataset

Excess mortality in people hospitalised for alcohol use disorders before and during the pandemic – A registry-based retrospective cohort study

Březen, 2025 • Journal article • Drug and Alcohol Review
Kážmér, Ladislav, Siba, Ondrej, Orlíková, Barbora

Introduction The aim was to analyse mortality and estimate the life expectancy among people hospitalised for alcohol use disorders (AUD) compared with the general Czech population aged ≥20 y…

alcohol use disordersCOVID pandemiclife expectancymortalityWP4

Changes in stigma and population mental health literacy before and after the Covid-19 pandemic: analyses of repeated cross-sectional studies

Prosinec, 2024 • Journal article
Winkler, Petr, Mohr, Pavel, Guerrero, Zoe, Mladá, Karolína, Kunc, Benjamin

 The Covid-19 pandemic and related social restrictions have been associated with increased rates of mental health problems, prompting a global surge in interest in mental well-being, which might …

WP4Mental health and illnessCovid-19StigmaMental health literacy

The Journey From Nonimmersive to Immersive Multiuser Applications in Mental Health Care: Systematic Review

Srpen, 2024 • Journal article
Fajnerova, Iveta, Hejtmánek, Lukáš, Sedlák, Michal, Jablonská, Markéta, Francova, Anna et al.

Over the past 25 years, the development of multi-user applications has seen significant advancements and challenges. The technological development in this field has emerged from simple chatrooms, thro…

WP4digital healthmental health careclinical interventionsmultiuser

Data for "Trends in alcohol use among Czech adolescents: findings from the HBSC study 2014–2022"

Duben, 2026 • Dataset
Csémy, Ladislav, Badura, Petr, Kážmér, Ladislav

This dataset contains aggregated prevalence estimates regarding alcohol consumption among adolescents in the Czech Republic, based on three waves of the Health Behaviour in School-aged Children (HBSC)…

trends in alcohol useadolescentsgender differencesCzech RepublicHBSC study

Sensory processing sensitivity and its associations with guilt, shame, self-esteem, and neuroticism

Říjen, 2025 • Journal article
Buchtova, Marie, Malinakova, Klara, Benitan, M. C., Husek, Vit, Tavel, Peter

Abstract Background Sensory Processing Sensitivity (SPS) is a trait linked to deeper processing of stimuli and heightened emotional reactivity. These characteristics suggest a potential link to more …

WP5UPOLSensory processing sensitivityGuiltShame

Trends in alcohol use among Czech adolescents: findings from the HBSC study 2014–2022

Prosinec, 2025 • Journal article • Central European Journal of Public Health
Csémy, Ladislav, Badura, Petr, Kážmér, Ladislav

Objectives: The present study aims to examine trends in adolescent alcohol use over the period from 2014 to 2022.Methods: Data from the last three Health Behaviour in School-aged Children (H…

trends in alcohol useadolescentsgender differencesCzech RepublicHBSC study

Životní styl a pohybové chování rodin s 3-8letými dětmi

Červenec, 2026 • Book
Sigmund, Erik, Sigmundová, Dagmar

The long-term research focus on the analysis of the lifestyle of families with prepubertal children and the dismal state of the increase in overweight and obesity in Czech adolescents led the authors …

UPOLadolescencemental healthgender differencescross-national

TRENDS IN THE PERCEPTION OF SCHOOL CLIMATE: HBSC STUDY IN THE CZECH REPUBLIC 1994–2022

Červenec, 2026 • Journal article
Sandora, Jan, Badura, Petr, García-Moya, Irene, Brnka, Robert, Tavel, Peter et al.

Objective: This study aimed to examine long-term trends in Czech adolescents’ perceptions of school climate between 1994 and 2022, focusing on school satisfaction, perceived school pressure, and…

WP5UPOLschool climateadolescentsschool satisfaction

Trends in alcohol use among Czech adolescents, 2014–2022: Findings from the HBSC study

Červenec, 2026 • Journal article
Csémy, Ladislav, Kážmér, Ladislav, Badura, Petr

Objectives The present study aims to examining trends in adolescent alcohol use over the period from 2014 to 2022. Methods Data from the last three HBSC surveys conducted in 2014, 2018, and 2022 were …

WP5UPOLCzech RepublicHBSC studyadolescents

Trends in sleep patterns among Czech adolescents and their current correlates of late bedtimes and social jet lag: HBSC study 2014-2022

Červenec, 2026 • Journal article
Sigmund, Erik, Sigmundová, Dagmar, VORÁČOVÁ, Jaroslava, Fürstová, Jana, Kalman, Michal et al.

Objectives: Sleep is vital for maintaining the health and wellbeing of people of all ages. However, for adolescents, sufficient sleep of adequate duration and quality is critical for profound mental, …

UPOLsleeptrendsbedtimesocial jet lag

CHANGES IN SOCIAL MEDIA USE PATTERNS AMONG CZECH ADOLESCENTS: HBSC STUDY 2018–2022

Březen, 2026 • Journal article
Boniel-Nissim, Meyran, van den Eijnden, Regina, Badura, Petr

Objectives: Previous studies have identified four distinct patterns of adolescent social media use (SMU): (1) Non-active users abstain from social media or engage in online interactions only once a we…

WP5UPOLsocial media useadolescentsCzechia

Overweight, Obesity, and Body Weight Perception among Czech Adolescents: A Two-Decade Analysis (HBSC Study 2002-2022)

Březen, 2026 • Journal article
VORÁČOVÁ, Jaroslava, Sigmundová, Dagmar, Sigmund, Erik, Kalman, Michal, Zsófia, Pusztai et al.

Objectives: Excess body weight and weight misperception in adolescents are associated with various physical and mental health risks. This study analysed trends in overweight, obesity, body image, and …

UPOLWP5overweightobesityweight perception

Trends in Active School Transport Among Czech Adolescents Between 2006–2022: Findings from the HBSC Study

Březen, 2026 • Journal article
Vorlíček, Michal, Sigmundová, Dagmar, Badura, Petr, Dygrýn, Jan, Kleszczewska, Dorota et al.

Objectives: Active school transport (AST), such as walking or cycling to and from school, represents an important source of daily physical activity for adolescents. In recent decades, however, many hi…

UPOLWP5school travelwalkingcycling

A Novel Dataset for Streaming Learning Analytics

Červen, 2026 • Dataset
Casalino, Gabriella, Castellano, Giovanna, Zaza, Gianluca

This research introduces a novel dataset developed for streaming learning analytics, derived from the Open University Learning Analytics Dataset (OULAD). The dataset incorporates essential temporal in…

WP6OU

The fusion of hyperparameter candidates for one-class classification problems

Červenec, 2025 • Journal article • Information Sciences
Cimr, Dalibor, Hayashi, Toshitaka, Fujita, Hamido, Cimler, Richard, aljuaid, Hanan
UHKWP6

Refining effect size measures and classification for differential item functioning: Toward unified guidelines across methods

Červenec, 2026 • Journal article • British Journal of Mathematical and Statistical Psychology
Cichrova, Michaela, Hladká, Adéla, Martinkova, Patricia

Differential Item Functioning (DIF) analysis is used to identify potentially biased items in multi-item measurements. In addition to testing the statistical significance, it is essential to evaluate t…

differential item functioningeffect-size measureslogistic regressionMantel-Haenszel methodsUIAV

Physical Activity and Life Satisfaction Data from the 4HAIE Study for Modelling Nonlinear Dynamics

Červen, 2026 • Dataset
Brabec, Marek, Malý, Marek, Steriani, Elavsky

This repository contains the dataset and accompanying code used in the manuscript: "Nonlinear Dynamics in Intensive Longitudinal Health Behavior Data: Methodological Rethinking using the 4HAIE Data." …

WP3OUWP6UIAV

Pilot Assessment of Transparency of LLM-based Systems to Support Emergency Rooms

Říjen, 2026 • Conference paper
Chojnicki, Michal, Kaczmarek-Majer, Katarzyna, Burchardt, Pawel, Ren, Yanwu, Reformat, Marek Z.

One of the main challenges when developing medical decision support systems for the emergency room is adequately filtering the most relevant information. High workload, stress, and the necessity for u…

WP6OUTrustworthiness assessmentMedical decision support systemsLarge Language Models

Size-free one-class classification approach using probabilistic local cluster balance

Únor, 2026 • Journal
Hayashi, Toshitaka, Cimr, Dalibor, Fujita, Hamido, Cimler, Richard
WP6UHK

Evolving fuzzy classification for human-centered explainable learning analytics in virtual environments

Říjen, 2025 • Journal article • Evolving Systems
Casalino, Gabriella, Castellano, Giovanna, Kaczmarek-Majer, Katarzyna, Schicchi, Daniele, Taibi, Davide et al.

This study explores the use of explainable artificial intelligence in education, with a focus on its relevance for Learning Analytics. The research introduces a prototype-based dynamic incremental cla…

WP6OUExplainable artificial intelligenceEvolving and dynamic learningSemi-supervised learning

Incremental learning and granular computing from evolving data streams: An application to speech-based bipolar disorder diagnosis

Leden, 2025 • Journal article • Fuzzy Sets and Systems
Leite, Daniel, Casalino, Gabriella, Kaczmarek-Majer, Katarzyna, Castellano, Giovanna

We apply an evolving granular-computing modeling approach, called evolving Optimal Granular System (eOGS), to bipolar mood disorder (BD) diagnosis based on speech data streams. The eOGS online learnin…

WP6OUExplainable artificial intelligenceAI in medicineSignal processing

On Solvability Degree of Systems of Partial Fuzzy Relational Equations

Srpen, 2024 • Conference paper
Cao, Nhung, Valášek, Radek

Systems of partial fuzzy relational equations employing undefined values in the antecedents and consequents have been approached recently. The primary focus was on the issues of sufficient solvability…

WP6OUpartial fuzzy relational equationsimplicative modelpartial algebras

nuggets: Data Pattern Extraction Framework in R

Srpen, 2024 • Conference paper
Burda, Michal

nuggets is a framework for subgroup discovery, contrast and emerging patterns, association rules, and more. Developed as a package for the R statistical environment, nuggets provides a novel and …

WP6OUfuzzy association rulescontrast patternssubgroup discovery

Positive body image is a pathway between nature contact and life satisfaction across 58 nations

Červenec, 2026 • Dataset • Environment International
Swami, Viren, Graf, Sylvie, Hřebíčková, Martina, Rupar, Mirjana
PUAVWP2

When minorities clash: The role of intergroup contact, threat, and perceived discrimination in mutual attitudes of the Roma and Ukrainian Refugees

Květen, 2026 • Dataset
Oľhová, Simona, Koky, Roman, Lacko, David, Hrebickova, Martina, Graf, Sylvie
PUAVWP2

Emotional Similarity Between Immigrants and Host Societies: The Link to Intergroup Relations and Well-Being

Únor, 2026 • Dataset • Journal of Applied Social Psychology
Rupar, Mirjana, Doroszuk, Marta, Kossowska, Małgorzata
PUAVWP2

The network dynamics of antiprejudice norms: A fieldexperiment testing antiprejudice interventions inreal groups

Červen, 2025 • Dataset
Long, Feiteng, Scheepers, Daan, Zingora, Tibor, Pliskin, Ruthie

This dataset contains information on students attending a psychology program. There are two tracks, one national and one international. The data also contains social network data, representing their r…

PUAVWP2

Refining effect size measures and classification for differential item functioning: Toward unified guidelines across methods

Červenec, 2026 • Journal article • British Journal of Mathematical and Statistical Psychology
Cichrova, Michaela, Hladká, Adéla, Martinkova, Patricia

Differential Item Functioning (DIF) analysis is used to identify potentially biased items in multi-item measurements. In addition to testing the statistical significance, it is essential to evaluate t…

differential item functioningeffect-size measureslogistic regressionMantel-Haenszel methodsUIAV

Physical Activity and Life Satisfaction Data from the 4HAIE Study for Modelling Nonlinear Dynamics

Červen, 2026 • Dataset
Brabec, Marek, Malý, Marek, Steriani, Elavsky

This repository contains the dataset and accompanying code used in the manuscript: "Nonlinear Dynamics in Intensive Longitudinal Health Behavior Data: Methodological Rethinking using the 4HAIE Data." …

WP3OUWP6UIAV

Enhancing Psychometric Analysis with Interactive SIA Modules

Leden, 2026 • Journal article • Psychometrika
Martinkova, Patricia, Netík, Jan, Hladká, Adéla

ShinyItemAnalysis (SIA) is an R package and shiny application for an interactive presentation of psychometric methods and analysis of multi-item measurements in psychology, education, and social scien…

graphical user interfaceitem response theoryShinyRWP6

Adaptive exact recovery in sparse nonparametric models

Listopad, 2025 • Journal article • Statistical Inference for Stochastic Processes
Turčičová, Marie, Stepanova, N.

We observe an unknown function of d variables f(t), t ∈ [0, 1]^d, in the Gaussian white noise model of intensity ε > 0. We assume that the function f is regular and that it is a sum of…

Gaussian white noisesparsityexact selectionsharp selection boundaryHamming risk

Block-Coordinate Descent Algorithm for Interventional Data in Directed Graphical Models

Červenec, 2025 • Conference paper
Wu, Jun

Computing maximum likelihood estimates in linear structural equation models is generally a difficult problem. The critical equations are usually non-linear and have numerous solutions, even for purely…

UIAVWP6

Assessing quality of selection procedures: Lower bound of false positive rate as a function of inter-rater reliability

Březen, 2024 • Journal article • British Journal of Mathematical & Statistical Psychology
Bartoš, František, Martinkova, Patricia

Inter-rater reliability (IRR) is one of the commonly used tools for assessing the quality of ratings from multiple raters. However, applicant selection procedures based on ratings from multiple raters…

error ratemixed-effect modelsratingType I errorType II error

Improvements in Upper Extremity Isometric Muscle Strength, Dexterity, and Self-Care Independence During the Sub-Acute Phase of Stroke Recovery: An Observational Study on the Effects of Intensive Comprehensive Rehabilitation.

Říjen, 2024 • Journal article • Frontiers in Neurology
Rasova, Kamila, Martinkova, Patricia, Vařejková, Michaela, Miznerova, Barbora, Hlinovská, Jana et al.

BACKGROUND: Stroke often impairs upper extremity motor function, with recovery in the sub-acute phase being crucial for regaining independence. This study examines changes in isometric muscle strength…

ischemic strokerehabilitationphysiotherapyisometric grip strengthmaximum strength during key

Zpráva z Mezinárodní konference Psychometrické společnosti (IMPS 2024), Praha, 15.−19. července 2024

Červenec, 2026 • Journal article • Orbis scholae
Martinkova, Patricia, Netík, Jan

Výroční Mezinárodní konferenci Psychometrické společnosti (International Meeting of Psychometric Society, IMPS 2024) ve dnech 15.−19. července 2024 hostil &Uac…

UIAVWP6

New iterative algorithms for estimation of item functioning

Únor, 2025 • Journal article • Journal of Educational and Behavioral Statistics
Hladká, Adéla, Martinkova, Patricia, Brabec, Marek

This article explores innovations for parameter estimation in generalized linear and nonlinear models, which may be used in item response modeling to account for guessing/pretending or slipping/dissim…

UIAVWP6

A Novel Dataset for Streaming Learning Analytics

Červen, 2026 • Dataset
Casalino, Gabriella, Castellano, Giovanna, Zaza, Gianluca

This research introduces a novel dataset developed for streaming learning analytics, derived from the Open University Learning Analytics Dataset (OULAD). The dataset incorporates essential temporal in…

WP6OU

Physical Activity and Life Satisfaction Data from the 4HAIE Study for Modelling Nonlinear Dynamics

Červen, 2026 • Dataset
Brabec, Marek, Malý, Marek, Steriani, Elavsky

This repository contains the dataset and accompanying code used in the manuscript: "Nonlinear Dynamics in Intensive Longitudinal Health Behavior Data: Methodological Rethinking using the 4HAIE Data." …

WP3OUWP6UIAV

Pilot Assessment of Transparency of LLM-based Systems to Support Emergency Rooms

Říjen, 2026 • Conference paper
Chojnicki, Michal, Kaczmarek-Majer, Katarzyna, Burchardt, Pawel, Ren, Yanwu, Reformat, Marek Z.

One of the main challenges when developing medical decision support systems for the emergency room is adequately filtering the most relevant information. High workload, stress, and the necessity for u…

WP6OUTrustworthiness assessmentMedical decision support systemsLarge Language Models

Evolving fuzzy classification for human-centered explainable learning analytics in virtual environments

Říjen, 2025 • Journal article • Evolving Systems
Casalino, Gabriella, Castellano, Giovanna, Kaczmarek-Majer, Katarzyna, Schicchi, Daniele, Taibi, Davide et al.

This study explores the use of explainable artificial intelligence in education, with a focus on its relevance for Learning Analytics. The research introduces a prototype-based dynamic incremental cla…

WP6OUExplainable artificial intelligenceEvolving and dynamic learningSemi-supervised learning

Incremental learning and granular computing from evolving data streams: An application to speech-based bipolar disorder diagnosis

Leden, 2025 • Journal article • Fuzzy Sets and Systems
Leite, Daniel, Casalino, Gabriella, Kaczmarek-Majer, Katarzyna, Castellano, Giovanna

We apply an evolving granular-computing modeling approach, called evolving Optimal Granular System (eOGS), to bipolar mood disorder (BD) diagnosis based on speech data streams. The eOGS online learnin…

WP6OUExplainable artificial intelligenceAI in medicineSignal processing

On Solvability Degree of Systems of Partial Fuzzy Relational Equations

Srpen, 2024 • Conference paper
Cao, Nhung, Valášek, Radek

Systems of partial fuzzy relational equations employing undefined values in the antecedents and consequents have been approached recently. The primary focus was on the issues of sufficient solvability…

WP6OUpartial fuzzy relational equationsimplicative modelpartial algebras

nuggets: Data Pattern Extraction Framework in R

Srpen, 2024 • Conference paper
Burda, Michal

nuggets is a framework for subgroup discovery, contrast and emerging patterns, association rules, and more. Developed as a package for the R statistical environment, nuggets provides a novel and …

WP6OUfuzzy association rulescontrast patternssubgroup discovery

Upper Boundary Algebra for Modeling the Missing Values Is a Residuated Lattice

Srpen, 2024 • Conference paper
Cao, Nhung, Stepnicka, Martin

It is already more than 100 years since the first proposal on three-valued logic appeared and it became a seminal work initiating lots of followers among scholars and researchers. Since then, we have …

WP6OUUpper boundary algebraLower estimationDragonfly algebra

The source code of paper "Predicting Subgoals in Ricochet Robots with a Graph Neural Network"

Červen, 2026 • Software
Hyner, Petr, Mrógala, Jan

The code used to generate the results in the paper "Predicting Subgoals in Ricochet Robots with a Graph Neural Network" is publicly available and can be accessed at [https://zenodo.org/records/2042415…

WP6OUNeural NetworksGraph Neural NetworksRicochet Robots

The code for weighted quantile regression in fuzzy-probabilistic inference systems

Červen, 2026 • Computational notebook
Valášek, Radek, Cao, Nhung

The computational notebook for results in the papers: "On Data–Driven Fuzzy Partition in the Fuzzy–Probabilistic Inference System Framework", and "Fuzzy–Probabilistic Inference Syste…

WP6OU

Usability and Feasibility of a Contrast Avoidance Model-Based Virtual Reality Protocol Designed for Generalized Anxiety Disorder

Květen, 2026 • Journal article • Technologies
Darmova, Barbora, Fajnerova, Iveta, Appel, Lora

Generalized anxiety disorder (GAD) is characterized by persistent, excessive, and difficult-to-control worry. The Contrast Avoidance Model (CAM) proposes that individuals with GAD use worry to sustain…

generalized anxiety disordercontrast avoidance modelheart rate variabilitypresenceNUDZ

Data for "Trends in adolescent cigarette smoking in Czechia: findings from the HBSC study 2014–2022"

Duben, 2026 • Dataset
Kážmér, Ladislav, Siba, Ondrej, Kalman, Michal, Csemy, Ladislav

This dataset contains aggregated prevalence estimates regarding cigarette smoking among adolescents in the Czech Republic, derived from three waves of the Health Behaviour in School-aged Children (HBS…

adolescencetrendsUPOLNUDZWP4

Trends in alcohol use among Czech adolescents: findings from the HBSC study 2014–2022

Prosinec, 2025 • Journal article • Central European Journal of Public Health
Csémy, Ladislav, Badura, Petr, Kážmér, Ladislav

Objectives: The present study aims to examine trends in adolescent alcohol use over the period from 2014 to 2022.Methods: Data from the last three Health Behaviour in School-aged Children (H…

trends in alcohol useadolescentsgender differencesCzech RepublicHBSC study

Trends in adolescent cigarette smoking in Czechia: findings from the HBSC study 2014–2022

Prosinec, 2025 • Journal article • Central European Journal of Public Health
Kážmér, Ladislav, Siba, Ondrej, Kalman, Michal, Csémy, Ladislav

Objectives: Regular monitoring of health-related behaviours among vulnerable populations is of public health importance. This study examines recent trends in adolescent cigarette smoking in Czech…

adolescencetrendsNUDZUPOLWP4

Mental health stigma and its consequences: a systematic scoping review of pathways to discrimination and adverse outcomes

Listopad, 2025 • Journal article • eClinicalMedicine
Kågström, Anna, Guerrero, Zoe, Aliev, Akmal Alikhan, Tomaskova, Hana, Rüsch, Nicolas et al.

Current research evaluating the consequences of stigma towards people with mental illness is not nuanced in emphasizing the critical distinction between stigma as negative attitudes and discrimination…

StigmaMental illnessAttitudesDiscriminationGlobal mental health

Mental health in Central and Eastern Europe: a comprehensive analysis

Říjen, 2025 • Journal article • The Lancet Regional Health - Europe
Winkler, Petr, Guerrero, Zoe, Kågström, Anna, Petrášová, Michaela, Cerga Pashoja, Arlinda et al.

The post-communist WHO European region, often called Central and Eastern Europe (CEE), includes 28 countries with over 770 million people. Mental health systems remain shaped by the communist legacy o…

Central and Eastern EuropePost-communist EuropeChildren and young peopleMigrantsCommon mental disorders

Generalizovaná úzkostná porucha a její léčba

Červenec, 2025 • Journal article • Psychiatrie pro praxi
Adamcová, Katarína, Stopkova, Pavla, Jablonská, Markéta, Lukeš, David, Darmova, Barbora et al.

Generalizovaná úzkostná porucha (GAD) se vyznačuje chronickými a nadměrnými obavami v různých aspektech každodenního života, včetně osobních a p…

generalized anxiety disordermental disease classificationpharmacotherapyWP4NUDZ

Supplementary data for "Changes in stigma and population mental health literacy before and after the Covid-19 pandemic: Analyses of repeated cross-sectional studies"

Červen, 2025 • Dataset
Kunc, Benjamin, Mladá, Karolína

The data come from cross-sectional surveys conducted on representative samples of the non-institutionalised adult population in the Czech Republic in 2017, 2019 and 2022. The data include basic demogr…

mental health disordersstigmaattitudesself-identificationdataset

Excess mortality in people hospitalised for alcohol use disorders before and during the pandemic – A registry-based retrospective cohort study

Březen, 2025 • Journal article • Drug and Alcohol Review
Kážmér, Ladislav, Siba, Ondrej, Orlíková, Barbora

Introduction The aim was to analyse mortality and estimate the life expectancy among people hospitalised for alcohol use disorders (AUD) compared with the general Czech population aged ≥20 y…

alcohol use disordersCOVID pandemiclife expectancymortalityWP4

Changes in stigma and population mental health literacy before and after the Covid-19 pandemic: analyses of repeated cross-sectional studies

Prosinec, 2024 • Journal article
Winkler, Petr, Mohr, Pavel, Guerrero, Zoe, Mladá, Karolína, Kunc, Benjamin

 The Covid-19 pandemic and related social restrictions have been associated with increased rates of mental health problems, prompting a global surge in interest in mental well-being, which might …

WP4Mental health and illnessCovid-19StigmaMental health literacy

Empowerment or Pressure? Exploring the Impact of Female Body Depictions in Body Positivity Instagram Posts on Self-Objectification

Únor, 2026 • Journal article • International Journal of Psychology
Křížová, Nina, Kvardova, Nikol, Machackova, Hana

Although Body Positivity content (BoPo) has been criticized for emphasizing physical appearance and promoting self-objectification, the specific features driving these effects remain unclear. The pres…

media psychologybody imagebody positivitysocial mediaself-objectification

Public Datasets from the Ecological Momentary Assessment Technical Pilot Study Conducted Among University Students (WP1.3, EMA1)

Duben, 2026 • Dataset
Tancoš, Martin, Kratochvil, Tomas, Lacko, David, Saradin Lebedikova, Michaela, Tkaczyk, Michał et al.

This repository contains data collected for Work Package 1.3: Short-term impacts of ICT use on adult wellbeing, part of the DigiWELL project (Research of Excellence on Digital Technologies and Wellbei…

MUNIWP1

Trends in Sexual Initiation and Contraception Use Among Czech Adolescents between 2002-2022

Červenec, 2026 • Journal article
Ševčíková, Anna, Suchý, Vít, Kolarcik, Peter, Blinka, Lukas

Objectives: This study examined trends in sexual behaviour and the timing of sexual initiation among 15-year-old adolescents in Czechia between 2002 and 2022, with a focus on the age of sexual debut (…

MUNIWP1adolescent sexualitycontraception usesexual health

Data for "Trends in adolescent cigarette smoking in Czechia: findings from the HBSC study 2014–2022"

Duben, 2026 • Dataset
Kážmér, Ladislav, Siba, Ondrej, Kalman, Michal, Csemy, Ladislav

This dataset contains aggregated prevalence estimates regarding cigarette smoking among adolescents in the Czech Republic, derived from three waves of the Health Behaviour in School-aged Children (HBS…

adolescencetrendsUPOLNUDZWP4

Data for "Trends in alcohol use among Czech adolescents: findings from the HBSC study 2014–2022"

Duben, 2026 • Dataset
Csémy, Ladislav, Badura, Petr, Kážmér, Ladislav

This dataset contains aggregated prevalence estimates regarding alcohol consumption among adolescents in the Czech Republic, based on three waves of the Health Behaviour in School-aged Children (HBSC)…

trends in alcohol useadolescentsgender differencesCzech RepublicHBSC study

Sensory processing sensitivity and its associations with guilt, shame, self-esteem, and neuroticism

Říjen, 2025 • Journal article
Buchtova, Marie, Malinakova, Klara, Benitan, M. C., Husek, Vit, Tavel, Peter

Abstract Background Sensory Processing Sensitivity (SPS) is a trait linked to deeper processing of stimuli and heightened emotional reactivity. These characteristics suggest a potential link to more …

WP5UPOLSensory processing sensitivityGuiltShame

Trends in alcohol use among Czech adolescents: findings from the HBSC study 2014–2022

Prosinec, 2025 • Journal article • Central European Journal of Public Health
Csémy, Ladislav, Badura, Petr, Kážmér, Ladislav

Objectives: The present study aims to examine trends in adolescent alcohol use over the period from 2014 to 2022.Methods: Data from the last three Health Behaviour in School-aged Children (H…

trends in alcohol useadolescentsgender differencesCzech RepublicHBSC study

Trends in adolescent cigarette smoking in Czechia: findings from the HBSC study 2014–2022

Prosinec, 2025 • Journal article • Central European Journal of Public Health
Kážmér, Ladislav, Siba, Ondrej, Kalman, Michal, Csémy, Ladislav

Objectives: Regular monitoring of health-related behaviours among vulnerable populations is of public health importance. This study examines recent trends in adolescent cigarette smoking in Czech…

adolescencetrendsNUDZUPOLWP4

Životní styl a pohybové chování rodin s 3-8letými dětmi

Červenec, 2026 • Book
Sigmund, Erik, Sigmundová, Dagmar

The long-term research focus on the analysis of the lifestyle of families with prepubertal children and the dismal state of the increase in overweight and obesity in Czech adolescents led the authors …

UPOLadolescencemental healthgender differencescross-national

TRENDS IN THE PERCEPTION OF SCHOOL CLIMATE: HBSC STUDY IN THE CZECH REPUBLIC 1994–2022

Červenec, 2026 • Journal article
Sandora, Jan, Badura, Petr, García-Moya, Irene, Brnka, Robert, Tavel, Peter et al.

Objective: This study aimed to examine long-term trends in Czech adolescents’ perceptions of school climate between 1994 and 2022, focusing on school satisfaction, perceived school pressure, and…

WP5UPOLschool climateadolescentsschool satisfaction

Trends in alcohol use among Czech adolescents, 2014–2022: Findings from the HBSC study

Červenec, 2026 • Journal article
Csémy, Ladislav, Kážmér, Ladislav, Badura, Petr

Objectives The present study aims to examining trends in adolescent alcohol use over the period from 2014 to 2022. Methods Data from the last three HBSC surveys conducted in 2014, 2018, and 2022 were …

WP5UPOLCzech RepublicHBSC studyadolescents

Trends in sleep patterns among Czech adolescents and their current correlates of late bedtimes and social jet lag: HBSC study 2014-2022

Červenec, 2026 • Journal article
Sigmund, Erik, Sigmundová, Dagmar, VORÁČOVÁ, Jaroslava, Fürstová, Jana, Kalman, Michal et al.

Objectives: Sleep is vital for maintaining the health and wellbeing of people of all ages. However, for adolescents, sufficient sleep of adequate duration and quality is critical for profound mental, …

UPOLsleeptrendsbedtimesocial jet lag

PLANETARY-HEALTH LITERACY AND MENTAL WELLBEING IN CZECH ADOLESCENTS: INSIGHTS FROM THE HBSC SURVEY 2022

Březen, 2026 • Journal article
Selinger, Eliška, Kalman, Michal, Badura, Petr, Fürstová, Jana

Objectives: Planetary-health literacy (PHL), the knowledge, motivation and social support required to safeguard both human and environmental health, may help adolescents cope with climate-related dist…

planetary-health literacyadolescentswellbeingsocial normsHBSC